Are there any GNN models in particular that are needed in the near future? I’d love to contribute to this project, but I don’t want to end up doing anything wildly irrelevant to your current goals.
Thanks you for your interests in our project. Really appreciated. We don’t have a list say which models are most wanted as any models on graphs are welcomed! We do have looked into following models:
- GraphSAGE: http://snap.stanford.edu/graphsage/
- DeepWalk: https://github.com/phanein/deepwalk/
- DiffPool: https://arxiv.org/pdf/1806.08804.pdf
- MolGAN: https://arxiv.org/pdf/1805.11973.pdf
The list could be super long. There are tons of graph-based models spanning in areas like natural language processing, recommender system, social network, and so on. Feel free to propose anything you are interested and we could discuss more details about how to move forward.